{"id":"W4364352870","doi":"10.7554/elife.81080","title":"Ocean acidification increases susceptibility to sub-zero air temperatures in ecosystem engineers and limits poleward range shifts","year":2023,"lang":"en","type":"article","venue":"eLife","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Université du Québec à Rimouski; University of Alberta; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; H2020 Marie Skłodowska-Curie Actions; Danmarks Frie Forskningsfond; Carlsbergfondet; Hakai Institute; Canada Foundation for Innovation","keywords":"Ecosystem; Range (aeronautics); Ocean acidification; Environmental science; Atmospheric sciences; Oceanography; Climate change; Ecology; Earth science; Astrobiology; Biology; Physics; Geology; Engineering; Aerospace engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002278916,0.0002248061,0.0002489784,0.0002810592,0.0003699931,0.0005473655,0.0002088715,0.0003777706,0.001421595],"category_scores_gemma":[0.0004029636,0.0001711965,0.0002863306,0.0001651969,0.0002711851,0.0004020607,0.0008519255,0.0003223345,0.0002103679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002324024,"about_ca_system_score_gemma":0.0002871918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294114,"about_ca_topic_score_gemma":0.006356296,"domain_scores_codex":[0.9998531,0.00002377365,0.00001154618,0.00004443693,0.00002239722,0.00004460873],"domain_scores_gemma":[0.9996152,0.00003537198,0.0001616481,0.0000362908,0.00004797257,0.0001033942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003378211,0.00007394298,0.151802,0.0001277793,0.00007948433,0.000219574,0.0005684421,0.0003414853,0.8359795,0.0001837707,0.00007928023,0.01020685],"study_design_scores_gemma":[0.000006416298,0.0004056188,0.9828206,0.00001705117,0.00003419101,0.0001604035,0.0005886673,0.0003879779,0.01405736,0.0002802648,0.001229185,0.00001224171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991566,0.0001405729,0.0001881858,0.00003089141,0.000002668175,0.000003228723,0.00003208866,0.000006060799,0.0004396953],"genre_scores_gemma":[0.9988567,0.0001715898,0.0003947599,0.00005983285,0.000004560061,0.000006929055,0.00008730662,0.000004392572,0.0004140502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002294114,"threshold_uncertainty_score":0.004755735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01242197669685953,"score_gpt":0.2244499219111106,"score_spread":0.2120279452142511,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}